ca_experiment
|
add the generated pdf as an ignored file.
|
2022-09-20 21:09:54 +02:00 |
data
|
add data folder with housing dataset
|
2022-04-16 12:20:28 +02:00 |
images
|
illustrations pour certaines diapositives
|
2022-04-16 12:10:40 +02:00 |
.gitignore
|
new files (pdfs) and folders (due to the bookdown structure) to ignore
|
2022-04-16 12:21:49 +02:00 |
01_intro.Rmd
|
minor
|
2023-03-13 12:56:03 +01:00 |
01_intro_code.R
|
ajout suffixe _code aux fichier R ; restructuration des chapitres
|
2023-01-02 21:45:54 +01:00 |
02_a_application_abalone.Rmd
|
modify the individual chapters to create a bookdown book
|
2022-04-16 11:52:56 +02:00 |
02_b_breviaire_proba_stat.Rmd
|
modify the individual chapters to create a bookdown book
|
2022-04-16 11:52:56 +02:00 |
02_moindres_carres.Rmd
|
ajout suffixe _code aux fichier R ; restructuration des chapitres
|
2023-01-02 21:45:54 +01:00 |
02_moindres_carres_code.R
|
ajout suffixe _code aux fichier R ; restructuration des chapitres
|
2023-01-02 21:45:54 +01:00 |
02_moindres_carres_slides.Rmd
|
correction erreur sur un slide (dérivée en fn de beta)
|
2022-03-14 13:29:43 +01:00 |
03_tikhonov.Rmd
|
ajout suffixe _code aux fichier R ; restructuration des chapitres
|
2023-01-02 21:45:54 +01:00 |
03_tikhonov_code.R
|
ajout suffixe _code aux fichier R ; restructuration des chapitres
|
2023-01-02 21:45:54 +01:00 |
03_tikhonov_slides.Rmd
|
some slides done
|
2022-03-06 22:57:04 +01:00 |
04_validation_croisee.Rmd
|
ajout suffixe _code aux fichier R ; restructuration des chapitres
|
2023-01-02 21:45:54 +01:00 |
04_validation_croisee_code.R
|
ajout suffixe _code aux fichier R ; restructuration des chapitres
|
2023-01-02 21:45:54 +01:00 |
04_validation_croisee_slides.Rmd
|
some slides done
|
2022-03-06 22:57:04 +01:00 |
05_b_svd_pca.Rmd
|
utilisation des termes 'axe factoriel' et 'facteur'
|
2023-01-07 14:58:36 +01:00 |
05_b_svd_pca_code.R
|
ajout suffixe _code aux fichier R ; restructuration des chapitres
|
2023-01-02 21:45:54 +01:00 |
05_b_svd_pca_slides.Rmd
|
modify the individual chapters to create a bookdown book
|
2022-04-16 11:52:56 +02:00 |
05_c_svd_ca.R
|
code for rounding a list of numbers while preserving the sum
|
2022-12-30 15:45:04 +01:00 |
05_c_svd_ca.Rmd
|
managing clusters of individuals in mca
|
2023-01-15 17:38:45 +01:00 |
05_c_svd_ca_code.R
|
factorisation de ca en fonctions réutilisables
|
2023-01-08 16:54:44 +01:00 |
05_d_svd_mca.R
|
creation of multiple correspondence analysis chapter
|
2023-01-02 21:50:15 +01:00 |
05_d_svd_mca.Rmd
|
minor rev
|
2023-01-22 21:24:45 +01:00 |
05_d_svd_mca_code.R
|
minor rev
|
2023-01-22 21:24:45 +01:00 |
05_presentation_svd.Rmd
|
ajout suffixe _code aux fichier R ; restructuration des chapitres
|
2023-01-02 21:45:54 +01:00 |
05_presentation_svd_code.R
|
ajout suffixe _code aux fichier R ; restructuration des chapitres
|
2023-01-02 21:45:54 +01:00 |
05_presentation_svd_slides.Rmd
|
petites modifications
|
2022-03-14 13:31:39 +01:00 |
06_matrice_definie_non_negative.Rmd
|
modify the individual chapters to create a bookdown book
|
2022-04-16 11:52:56 +02:00 |
07_multiplicateurs_de_lagrange.Rmd
|
modify the individual chapters to create a bookdown book
|
2022-04-16 11:52:56 +02:00 |
08_derivation_svd.Rmd
|
modify the individual chapters to create a bookdown book
|
2022-04-16 11:52:56 +02:00 |
09_puissance_iteree_valeur_propre.Rmd
|
202206141826
|
2022-06-14 18:27:01 +02:00 |
10_puissance_iteree_svd.Rmd
|
modify the individual chapters to create a bookdown book
|
2022-04-16 11:52:56 +02:00 |
11_projecteurs.Rmd
|
modify the individual chapters to create a bookdown book
|
2022-04-16 11:52:56 +02:00 |
11_projecteurs_slides.Rmd
|
some slides done
|
2022-03-06 22:57:04 +01:00 |
12_factorisation_qr.Rmd
|
ajout suffixe _code aux fichier R ; restructuration des chapitres
|
2023-01-02 21:45:54 +01:00 |
12_factorisation_qr_code.R
|
ajout suffixe _code aux fichier R ; restructuration des chapitres
|
2023-01-02 21:45:54 +01:00 |
13_puissance_iteree_par_blocs.Rmd
|
modify the individual chapters to create a bookdown book
|
2022-04-16 11:52:56 +02:00 |
14_geometrie_ridge_svd.Rmd
|
ajout suffixe _code aux fichier R ; restructuration des chapitres
|
2023-01-02 21:45:54 +01:00 |
14_geometrie_ridge_svd_code.R
|
ajout suffixe _code aux fichier R ; restructuration des chapitres
|
2023-01-02 21:45:54 +01:00 |
14_geometrie_ridge_svd_slides.Rmd
|
some slides done
|
2022-03-06 22:57:04 +01:00 |
15_loocv.Rmd
|
ajout suffixe _code aux fichier R ; restructuration des chapitres
|
2023-01-02 21:45:54 +01:00 |
15_loocv_code.R
|
ajout suffixe _code aux fichier R ; restructuration des chapitres
|
2023-01-02 21:45:54 +01:00 |
15_loocv_slides.Rmd
|
ajout suffixe _code aux fichier R ; restructuration des chapitres
|
2023-01-02 21:45:54 +01:00 |
16_biais_variance_estimateur.Rmd
|
ajout suffixe _code aux fichier R ; restructuration des chapitres
|
2023-01-02 21:45:54 +01:00 |
16_biais_variance_estimateur_slides.Rmd
|
ajout de diapositives sur le biais et la variance d'un estimateur
|
2022-04-16 11:55:59 +02:00 |
17_biais_variance_ridge.Rmd
|
ajout suffixe _code aux fichier R ; restructuration des chapitres
|
2023-01-02 21:45:54 +01:00 |
18_kernel_ridge_regression.Rmd
|
ajout suffixe _code aux fichier R ; restructuration des chapitres
|
2023-01-02 21:45:54 +01:00 |
18_kernel_ridge_regression_code.R
|
ajout suffixe _code aux fichier R ; restructuration des chapitres
|
2023-01-02 21:45:54 +01:00 |
18_kernel_ridge_regression_slides.Rmd
|
ajout suffixe _code aux fichier R ; restructuration des chapitres
|
2023-01-02 21:45:54 +01:00 |
19_b_nystroem_approximation_housing_experiment_code.R
|
progress on nystroem approximation implementation ; there is still a problem: for a small sample size the result of krr should be the same as the one of nystroem approx krr where the number of landmarks is equal to the number of training points. For now, it isn't.
|
2023-03-13 13:01:40 +01:00 |
19_nystroem_approximation.Rmd
|
more complete explanation of how to apply nystroem approx to ridge reg
|
2023-02-20 09:40:13 +01:00 |
19_nystroem_approximation_code.R
|
progress on nystroem approximation implementation ; there is still a problem: for a small sample size the result of krr should be the same as the one of nystroem approx krr where the number of landmarks is equal to the number of training points. For now, it isn't.
|
2023-03-13 13:01:40 +01:00 |
19_nystroem_approximation_slides.Rmd
|
ajout suffixe _code aux fichier R ; restructuration des chapitres
|
2023-01-02 21:45:54 +01:00 |
20_tp_dilemme_biais_variance.Rmd
|
ajout suffixe _code aux fichier R ; restructuration des chapitres
|
2023-01-02 21:45:54 +01:00 |
20_tp_dilemme_biais_variance_sujet.Rmd
|
ajout suffixe _code aux fichier R ; restructuration des chapitres
|
2023-01-02 21:45:54 +01:00 |
21_b_tp_projection_aleatoire_housing_pca.Rmd
|
ajout suffixe _code aux fichier R ; restructuration des chapitres
|
2023-01-02 21:45:54 +01:00 |
21_c_tp_projection_aleatoire_housing_elm.Rmd
|
ajout suffixe _code aux fichier R ; restructuration des chapitres
|
2023-01-02 21:45:54 +01:00 |
21_tp_projection_aleatoire.Rmd
|
ajout suffixe _code aux fichier R ; restructuration des chapitres
|
2023-01-02 21:45:54 +01:00 |
21_tp_projection_aleatoire_sujet.Rmd
|
ajout d'un TP pour expérimenter sur la projection aléatoire et l'analyse factorielle apr PCA sur le jeu de données California Housing
|
2022-04-16 12:01:04 +02:00 |
22_tp_kernel_ridge_regression.Rmd
|
ajout suffixe _code aux fichier R ; restructuration des chapitres
|
2023-01-02 21:45:54 +01:00 |
22_tp_kernel_ridge_regression_sujet.Rmd
|
ajout suffixe _code aux fichier R ; restructuration des chapitres
|
2023-01-02 21:45:54 +01:00 |
23_exercices.R
|
202206141826
|
2022-06-14 18:27:01 +02:00 |
99_references.Rmd
|
ajout d'un fichier pour gérer les références
|
2022-04-16 12:02:26 +02:00 |
LICENSE
|
Initial commit
|
2021-10-16 20:31:09 +00:00 |
Makefile
|
To compile Rmd files to PDF with a Makefile
|
2022-02-19 19:04:58 +01:00 |
README.md
|
Initial commit
|
2021-10-16 20:31:09 +00:00 |
_bookdown.yml
|
ajout suffixe _code aux fichier R ; restructuration des chapitres
|
2023-01-02 21:45:54 +01:00 |
_output.yml
|
mise en forme de livre bookdown
|
2022-04-16 12:07:05 +02:00 |
index.Rmd
|
minor
|
2023-03-13 12:56:03 +01:00 |
intro_to_ml.Rproj
|
...
|
2022-09-20 21:05:13 +02:00 |
intro_to_ml.bib
|
Chapter on SVD for correspondence analysis nearly done
|
2022-12-30 15:47:58 +01:00 |
make.R
|
to work with beamer, call to render w/o pdf_document()
|
2022-03-06 22:52:40 +01:00 |
make_all_chapters
|
some scripts to make the book, the slides, some archives...
|
2022-04-16 12:17:54 +02:00 |
make_book
|
mise en forme de livre bookdown
|
2022-04-16 12:07:05 +02:00 |
make_book_old
|
some scripts to make the book, the slides, some archives...
|
2022-04-16 12:17:54 +02:00 |
make_chapter
|
202206141826
|
2022-06-14 18:27:01 +02:00 |
make_slides
|
some scripts to make the book, the slides, some archives...
|
2022-04-16 12:17:54 +02:00 |
make_slides_archive
|
some scripts to make the book, the slides, some archives...
|
2022-04-16 12:17:54 +02:00 |
make_src_archive
|
some scripts to make the book, the slides, some archives...
|
2022-04-16 12:17:54 +02:00 |
pad.R
|
minor
|
2023-03-13 12:56:03 +01:00 |
preamble.tex
|
modify the individual chapters to create a bookdown book
|
2022-04-16 11:52:56 +02:00 |